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HyperCLOVA X Technical Report
Authors :
Yoo, Kang Min Han, Jaegeun In, Sookyo Jeon, Heewon Jeong, Jisu Kang, Jaewook Kim, Hyunwook Kim, Kyung-Min Kim, Munhyong Kim, Sungju Kwak, Donghyun Kwak, Hanock Kwon, Se Jung Lee, Bado Lee, Dongsoo Lee, Gichang Lee, Jooho Park, Baeseong Shin, Seongjin Yu, Joonsang Baek, Seolki Byeon, Sumin Cho, Eungsup Choe, Dooseok Han, Jeesung Jin, Youngkyun Jun, Hyein Jung, Jaeseung Kim, Chanwoong Kim, Jinhong Kim, Jinuk Lee, Dokyeong Park, Dongwook Sohn, Jeong Min Han, Sujung Heo, Jiae Hong, Sungju Jeon, Mina Jung, Hyunhoon Jung, Jungeun Jung, Wangkyo Kim, Chungjoon Kim, Hyeri Kim, Jonghyun Kim, Min Young Lee, Soeun Park, Joonhee Shin, Jieun Yang, Sojin Yoon, Jungsoon Lee, Hwaran Bae, Sanghwan Cha, Jeehwan Gylleus, Karl Ham, Donghoon Hong, Mihak Hong, Youngki Hong, Yunki Jang, Dahyun Jeon, Hyojun Jeon, Yujin Jeong, Yeji Ji, Myunggeun Jin, Yeguk Jo, Chansong Joo, Shinyoung Jung, Seunghwan Kim, Adrian Jungmyung Kim, Byoung Hoon Kim, Hyomin Kim, Jungwhan Kim, Minkyoung Kim, Minseung Kim, Sungdong Kim, Yonghee Kim, Youngjun Kim, Youngkwan Ko, Donghyeon Lee, Dughyun Lee, Ha Young Lee, Jaehong Lee, Jieun Lee, Jonghyun Lee, Jongjin Lee, Min Young Lee, Yehbin Min, Taehong Min, Yuri Moon, Kiyoon Oh, Hyangnam Park, Jaesun Park, Kyuyon Park, Younghun Seo, Hanbae Seo, Seunghyun Sim, Mihyun Son, Gyubin Yeo, Matt Yeom, Kyung Hoon Yoo, Wonjoon You, Myungin Ahn, Doheon Ahn, Homin Ahn, Joohee Ahn, Seongmin An, Chanwoo An, Hyeryun An, Junho An, Sang-Min Byun, Boram Byun, Eunbin Cha, Jongho Chang, Minji Chang, Seunggyu Cho, Haesong Cho, Youngdo Choi, Dalnim Choi, Daseul Choi, Hyoseok Choi, Minseong Choi, Sangho Choi, Seongjae Choi, Wooyong Chun, Sewhan Go, Dong Young Ham, Chiheon Han, Danbi Han, Jaemin Hong, Moonyoung Hong, Sung Bum Hwang, Dong-Hyun Hwang, Seongchan Im, Jinbae Jang, Hyuk Jin Jang, Jaehyung Jang, Jaeni Jang, Sihyeon Jang, Sungwon Jeon, Joonha Jeong, Daun Jeong, Joonhyun Jeong, Kyeongseok Jeong, Mini Jin, Sol Jo, Hanbyeol Jo, Hanju Jo, Minjung Jung, Chaeyoon Jung, Hyungsik Jung, Jaeuk Jung, Ju Hwan Jung, Kwangsun Jung, Seungjae Ka, Soonwon Kang, Donghan Kang, Soyoung Kil, Taeho Kim, Areum Kim, Beomyoung Kim, Byeongwook Kim, Daehee Kim, Dong-Gyun Kim, Donggook Kim, Donghyun Kim, Euna Kim, Eunchul Kim, Geewook Kim, Gyu Ri Kim, Hanbyul Kim, Heesu Kim, Isaac Kim, Jeonghoon Kim, Jihye Kim, Joonghoon Kim, Minjae Kim, Minsub Kim, Pil Hwan Kim, Sammy Kim, Seokhun Kim, Seonghyeon Kim, Soojin Kim, Soong Kim, Soyoon Kim, Sunyoung Kim, Taeho Kim, Wonho Kim, Yoonsik Kim, You Jin Kim, Yuri Kwon, Beomseok Kwon, Ohsung Kwon, Yoo-Hwan Lee, Anna Lee, Byungwook Lee, Changho Lee, Daun Lee, Dongjae Lee, Ha-Ram Lee, Hodong Lee, Hwiyeong Lee, Hyunmi Lee, Injae Lee, Jaeung Lee, Jeongsang Lee, Jisoo Lee, Jongsoo Lee, Joongjae Lee, Juhan Lee, Jung Hyun Lee, Junghoon Lee, Junwoo Lee, Se Yun Lee, Sujin Lee, Sungjae Lee, Sungwoo Lee, Wonjae Lee, Zoo Hyun Lim, Jong Kun Lim, Kun Lim, Taemin Na, Nuri Nam, Jeongyeon Nam, Kyeong-Min Noh, Yeonseog Oh, Biro Oh, Jung-Sik Oh, Solgil Oh, Yeontaek Park, Boyoun Park, Cheonbok Park, Dongju Park, Hyeonjin Park, Hyun Tae Park, Hyunjung Park, Jihye Park, Jooseok Park, Junghwan Park, Jungsoo Park, Miru Park, Sang Hee Park, Seunghyun Park, Soyoung Park, Taerim Park, Wonkyeong Ryu, Hyunjoon Ryu, Jeonghun Ryu, Nahyeon Seo, Soonshin Seo, Suk Min Shim, Yoonjeong Shin, Kyuyong Shin, Wonkwang Sim, Hyun Sim, Woongseob Soh, Hyejin Son, Bokyong Son, Hyunjun Son, Seulah Song, Chi-Yun Song, Chiyoung Song, Ka Yeon Song, Minchul Song, Seungmin Wang, Jisung Yeo, Yonggoo Yi, Myeong Yeon Yim, Moon Bin Yoo, Taehwan Yoo, Youngjoon Yoon, Sungmin Yoon, Young Jin Yu, Hangyeol Yu, Ui Seon Zuo, Xingdong Bae, Jeongin Bae, Joungeun Cho, Hyunsoo Cho, Seonghyun Cho, Yongjin Choi, Taekyoon Choi, Yera Chung, Jiwan Han, Zhenghui Heo, Byeongho Hong, Euisuk Hwang, Taebaek Im, Seonyeol Jegal, Sumin Jeon, Sumin Jeong, Yelim Jeong, Yonghyun Jiang, Can Jiang, Juyong Jin, Jiho Jo, Ara Jo, Younghyun Jung, Hoyoun Jung, Juyoung Kang, Seunghyeong Kim, Dae Hee Kim, Ginam Kim, Hangyeol Kim, Heeseung Kim, Hyojin Kim, Hyojun Kim, Hyun-Ah Kim, Jeehye Kim, Jin-Hwa Kim, Jiseon Kim, Jonghak Kim, Jung Yoon Kim, Rak Yeong Kim, Seongjin Kim, Seoyoon Kim, Sewon Kim, Sooyoung Kim, Sukyoung Kim, Taeyong Ko, Naeun Koo, Bonseung Kwak, Heeyoung Kwon, Haena Kwon, Youngjin Lee, Boram Lee, Bruce W. Lee, Dagyeong Lee, Erin Lee, Euijin Lee, Ha Gyeong Lee, Hyojin Lee, Hyunjeong Lee, Jeeyoon Lee, Jeonghyun Lee, Jongheok Lee, Joonhyung Lee, Junhyuk Lee, Mingu Lee, Nayeon Lee, Sangkyu Lee, Se Young Lee, Seulgi Lee, Seung Jin Lee, Suhyeon Lee, Yeonjae Lee, Yesol Lee, Youngbeom Lee, Yujin Li, Shaodong Liu, Tianyu Moon, Seong-Eun Moon, Taehong Nihlenramstroem, Max-Lasse Oh, Wonseok Oh, Yuri Park, Hongbeen Park, Hyekyung Park, Jaeho Park, Nohil Park, Sangjin Ryu, Jiwon Ryu, Miru Ryu, Simo Seo, Ahreum Seo, Hee Seo, Kangdeok Shin, Jamin Shin, Seungyoun Sin, Heetae Wang, Jiangping Wang, Lei Xiang, Ning Xiao, Longxiang Xu, Jing Yi, Seonyeong Yoo, Haanju Yoo, Haneul Yoo, Hwanhee Yu, Liang Yu, Youngjae Yuan, Weijie Zeng, Bo Zhou, Qian Cho, Kyunghyun Ha, Jung-Woo Park, Joonsuk Hwang, Jihyun Kwon, Hyoung Jo Kwon, Soonyong Lee, Jungyeon Lee, Seungho Lim, Seonghyeon Noh, Hyunkyung Choi, Seungho Lee, Sang-Woo Lim, Jung Hwa Sung, Nako Yoo, Kang Min Han, Jaegeun In, Sookyo Jeon, Heewon Jeong, Jisu Kang, Jaewook Kim, Hyunwook Kim, Kyung-Min Kim, Munhyong Kim, Sungju Kwak, Donghyun Kwak, Hanock Kwon, Se Jung Lee, Bado Lee, Dongsoo Lee, Gichang Lee, Jooho Park, Baeseong Shin, Seongjin Yu, Joonsang Baek, Seolki Byeon, Sumin Cho, Eungsup Choe, Dooseok Han, Jeesung Jin, Youngkyun Jun, Hyein Jung, Jaeseung Kim, Chanwoong Kim, Jinhong Kim, Jinuk Lee, Dokyeong Park, Dongwook Sohn, Jeong Min Han, Sujung Heo, Jiae Hong, Sungju Jeon, Mina Jung, Hyunhoon Jung, Jungeun Jung, Wangkyo Kim, Chungjoon Kim, Hyeri Kim, Jonghyun Kim, Min Young Lee, Soeun Park, Joonhee Shin, Jieun Yang, Sojin Yoon, Jungsoon Lee, Hwaran Bae, Sanghwan Cha, Jeehwan Gylleus, Karl Ham, Donghoon Hong, Mihak Hong, Youngki Hong, Yunki Jang, Dahyun Jeon, Hyojun Jeon, Yujin Jeong, Yeji Ji, Myunggeun Jin, Yeguk Jo, Chansong Joo, Shinyoung Jung, Seunghwan Kim, Adrian Jungmyung Kim, Byoung Hoon Kim, Hyomin Kim, Jungwhan Kim, Minkyoung Kim, Minseung Kim, Sungdong Kim, Yonghee Kim, Youngjun Kim, Youngkwan Ko, Donghyeon Lee, Dughyun Lee, Ha Young Lee, Jaehong Lee, Jieun Lee, Jonghyun Lee, Jongjin Lee, Min Young Lee, Yehbin Min, Taehong Min, Yuri Moon, Kiyoon Oh, Hyangnam Park, Jaesun Park, Kyuyon Park, Younghun Seo, Hanbae Seo, Seunghyun Sim, Mihyun Son, Gyubin Yeo, Matt Yeom, Kyung Hoon Yoo, Wonjoon You, Myungin Ahn, Doheon Ahn, Homin Ahn, Joohee Ahn, Seongmin An, Chanwoo An, Hyeryun An, Junho An, Sang-Min Byun, Boram Byun, Eunbin Cha, Jongho Chang, Minji Chang, Seunggyu Cho, Haesong Cho, Youngdo Choi, Dalnim Choi, Daseul Choi, Hyoseok Choi, Minseong Choi, Sangho Choi, Seongjae Choi, Wooyong Chun, Sewhan Go, Dong Young Ham, Chiheon Han, Danbi Han, Jaemin Hong, Moonyoung Hong, Sung Bum Hwang, Dong-Hyun Hwang, Seongchan Im, Jinbae Jang, Hyuk Jin Jang, Jaehyung Jang, Jaeni Jang, Sihyeon Jang, Sungwon Jeon, Joonha Jeong, Daun Jeong, Joonhyun Jeong, Kyeongseok Jeong, Mini Jin, Sol Jo, Hanbyeol Jo, Hanju Jo, Minjung Jung, Chaeyoon Jung, Hyungsik Jung, Jaeuk Jung, Ju Hwan Jung, Kwangsun Jung, Seungjae Ka, Soonwon Kang, Donghan Kang, Soyoung Kil, Taeho Kim, Areum Kim, Beomyoung Kim, Byeongwook Kim, Daehee Kim, Dong-Gyun Kim, Donggook Kim, Donghyun Kim, Euna Kim, Eunchul Kim, Geewook Kim, Gyu Ri Kim, Hanbyul Kim, Heesu Kim, Isaac Kim, Jeonghoon Kim, Jihye Kim, Joonghoon Kim, Minjae Kim, Minsub Kim, Pil Hwan Kim, Sammy Kim, Seokhun Kim, Seonghyeon Kim, Soojin Kim, Soong Kim, Soyoon Kim, Sunyoung Kim, Taeho Kim, Wonho Kim, Yoonsik Kim, You Jin Kim, Yuri Kwon, Beomseok Kwon, Ohsung Kwon, Yoo-Hwan Lee, Anna Lee, Byungwook Lee, Changho Lee, Daun Lee, Dongjae Lee, Ha-Ram Lee, Hodong Lee, Hwiyeong Lee, Hyunmi Lee, Injae Lee, Jaeung Lee, Jeongsang Lee, Jisoo Lee, Jongsoo Lee, Joongjae Lee, Juhan Lee, Jung Hyun Lee, Junghoon Lee, Junwoo Lee, Se Yun Lee, Sujin Lee, Sungjae Lee, Sungwoo Lee, Wonjae Lee, Zoo Hyun Lim, Jong Kun Lim, Kun Lim, Taemin Na, Nuri Nam, Jeongyeon Nam, Kyeong-Min Noh, Yeonseog Oh, Biro Oh, Jung-Sik Oh, Solgil Oh, Yeontaek Park, Boyoun Park, Cheonbok Park, Dongju Park, Hyeonjin Park, Hyun Tae Park, Hyunjung Park, Jihye Park, Jooseok Park, Junghwan Park, Jungsoo Park, Miru Park, Sang Hee Park, Seunghyun Park, Soyoung Park, Taerim Park, Wonkyeong Ryu, Hyunjoon Ryu, Jeonghun Ryu, Nahyeon Seo, Soonshin Seo, Suk Min Shim, Yoonjeong Shin, Kyuyong Shin, Wonkwang Sim, Hyun Sim, Woongseob Soh, Hyejin Son, Bokyong Son, Hyunjun Son, Seulah Song, Chi-Yun Song, Chiyoung Song, Ka Yeon Song, Minchul Song, Seungmin Wang, Jisung Yeo, Yonggoo Yi, Myeong Yeon Yim, Moon Bin Yoo, Taehwan Yoo, Youngjoon Yoon, Sungmin Yoon, Young Jin Yu, Hangyeol Yu, Ui Seon Zuo, Xingdong Bae, Jeongin Bae, Joungeun Cho, Hyunsoo Cho, Seonghyun Cho, Yongjin Choi, Taekyoon Choi, Yera Chung, Jiwan Han, Zhenghui Heo, Byeongho Hong, Euisuk Hwang, Taebaek Im, Seonyeol Jegal, Sumin Jeon, Sumin Jeong, Yelim Jeong, Yonghyun Jiang, Can Jiang, Juyong Jin, Jiho Jo, Ara Jo, Younghyun Jung, Hoyoun Jung, Juyoung Kang, Seunghyeong Kim, Dae Hee Kim, Ginam Kim, Hangyeol Kim, Heeseung Kim, Hyojin Kim, Hyojun Kim, Hyun-Ah Kim, Jeehye Kim, Jin-Hwa Kim, Jiseon Kim, Jonghak Kim, Jung Yoon Kim, Rak Yeong Kim, Seongjin Kim, Seoyoon Kim, Sewon Kim, Sooyoung Kim, Sukyoung Kim, Taeyong Ko, Naeun Koo, Bonseung Kwak, Heeyoung Kwon, Haena Kwon, Youngjin Lee, Boram Lee, Bruce W. Lee, Dagyeong Lee, Erin Lee, Euijin Lee, Ha Gyeong Lee, Hyojin Lee, Hyunjeong Lee, Jeeyoon Lee, Jeonghyun Lee, Jongheok Lee, Joonhyung Lee, Junhyuk Lee, Mingu Lee, Nayeon Lee, Sangkyu Lee, Se Young Lee, Seulgi Lee, Seung Jin Lee, Suhyeon Lee, Yeonjae Lee, Yesol Lee, Youngbeom Lee, Yujin Li, Shaodong Liu, Tianyu Moon, Seong-Eun Moon, Taehong Nihlenramstroem, Max-Lasse Oh, Wonseok Oh, Yuri Park, Hongbeen Park, Hyekyung Park, Jaeho Park, Nohil Park, Sangjin Ryu, Jiwon Ryu, Miru Ryu, Simo Seo, Ahreum Seo, Hee Seo, Kangdeok Shin, Jamin Shin, Seungyoun Sin, Heetae Wang, Jiangping Wang, Lei Xiang, Ning Xiao, Longxiang Xu, Jing Yi, Seonyeong Yoo, Haanju Yoo, Haneul Yoo, Hwanhee Yu, Liang Yu, Youngjae Yuan, Weijie Zeng, Bo Zhou, Qian Cho, Kyunghyun Ha, Jung-Woo Park, Joonsuk Hwang, Jihyun Kwon, Hyoung Jo Kwon, Soonyong Lee, Jungyeon Lee, Seungho Lim, Seonghyeon Noh, Hyunkyung Choi, Seungho Lee, Sang-Woo Lim, Jung Hwa Sung, Nako
Publication Year :
2024
Abstract
We introduce HyperCLOVA X, a family of large language models (LLMs) tailored to the Korean language and culture, along with competitive capabilities in English, math, and coding. HyperCLOVA X was trained on a balanced mix of Korean, English, and code data, followed by instruction-tuning with high-quality human-annotated datasets while abiding by strict safety guidelines reflecting our commitment to responsible AI. The model is evaluated across various benchmarks, including comprehensive reasoning, knowledge, commonsense, factuality, coding, math, chatting, instruction-following, and harmlessness, in both Korean and English. HyperCLOVA X exhibits strong reasoning capabilities in Korean backed by a deep understanding of the language and cultural nuances. Further analysis of the inherent bilingual nature and its extension to multilingualism highlights the model's cross-lingual proficiency and strong generalization ability to untargeted languages, including machine translation between several language pairs and cross-lingual inference tasks. We believe that HyperCLOVA X can provide helpful guidance for regions or countries in developing their sovereign LLMs.<br />Comment: 44 pages; updated authors list and fixed author names
Details
Database :
OAIster
Publication Type :
Electronic Resource
Accession number :
edsoai.on1438544306
Document Type :
Electronic Resource